{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import and Setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from readRinexObs import rinexobs\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "import numpy as np\n",
    "from matplotlib.dates import YearLocator, MonthLocator, DateFormatter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mah22800.15o is a RINEX 2.11 file.\n",
      "16.39 seconds for _block2df\n",
      "8.86 seconds for panel assignments\n",
      "finished in 27.09 seconds\n"
     ]
    }
   ],
   "source": [
    "data = rinexobs(\"mah22800.15o\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plotting"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "according to the Andrew Hansen's thesis equations (2.15) and (2.16):\n",
    "\n",
    "$TEC = (P2-P1)/(f1^2/f2^2 - 1)$\n",
    "\n",
    "ans\n",
    "\n",
    "$TEC = -(L2-L1)/(f1^2/f^2 - 1)$\n",
    "\n",
    "theoretically they should be the same"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Int64Index([2, 3, 5, 6, 7, 8, 9, 12, 13, 16, 20, 21, 23, 25, 26, 27, 28, 29,\n",
       "            30, 31, 32],\n",
       "           dtype='int64')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# sattelites in file\n",
    "data.items"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['C1', 'L1', 'S1', 'C2', 'L2', 'S2', 'P2', 'C5', 'L5', 'S5'], dtype='object')"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# parameters in the file\n",
    "# https://igscb.jpl.nasa.gov/igscb/data/format/rinex211.txt\n",
    "# section 10.1.1 says what the letters mean\n",
    "data.major_axis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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N/fvDfffB8OFxVygiIiK1odCW4PprY/v20Or2iU+E13//9/D44/HWJCIiIjWn0Jbg+tN1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XLUKm7/pI6mtu61NSN6j2BYz2HcfujtBAIQj/kI+AJE4hFG/3c0c6rnGEtblohXFSt1uUc7oqUt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\nAAATENoAACbwFfmi7vNw+zK2AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xa05acf8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f1 = 1575.42 #MHz\n",
    "f2 = 1227.6  #MHz\n",
    "f5 = 1176.45 #MHz\n",
    "\n",
    "sv_of_interest = 27\n",
    "\n",
    "fig = plt.figure(figsize=(10,10))\n",
    "\n",
    "ax1 = plt.subplot(212)\n",
    "\n",
    "fmt = DateFormatter('%H:%M:%S')\n",
    "ax1.xaxis.set_major_formatter(fmt)\n",
    "ax1.autoscale_view()\n",
    "\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('TEC (in meters at L1?)')\n",
    "plt.title('Pseudorange Calculated TEC')\n",
    "\n",
    "tec_from_pr1 = (data[:,sv_of_interest,'C2','data']-data[:,sv_of_interest,'C1','data'])/(f1**2/f2**2 - 1)\n",
    "tec_from_pr2 = (data[:,sv_of_interest,'C5','data']-data[:,sv_of_interest,'C1','data'])/(f1**2/f5**2 - 1)\n",
    "plt.plot(tec_from_pr1)\n",
    "plt.plot(tec_from_pr2)\n",
    "\n",
    "ax2 = plt.subplot(211, sharex=ax1)\n",
    "\n",
    "plt.ylabel('TEC (in meters at L1?)')\n",
    "plt.title('Phase Advance Calculated TEC')\n",
    "\n",
    "tec_from_ph1 = -1*(data[:,sv_of_interest,'L2','data']-data[:,sv_of_interest,'L1','data'])/(f1**2/f2**2 - 1)\n",
    "tec_from_ph2 = -1*(data[:,sv_of_interest,'L5','data']-data[:,sv_of_interest,'L1','data'])/(f1**2/f5**2 - 1)\n",
    "plt.plot(tec_from_ph1)\n",
    "plt.plot(tec_from_ph2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So the TEC is off by a large factor on the pseudorange graph, I'm not sure where that's coming from right now, I followed the equation from the thesis. The difference in pseudorange between the frequencies is very small, is that how its supposed to be and it needs to be multiplied by a constant? or is the data off? The file I used doesn't have P1 and P2, only P2, but I compared P2 to C2 and it is the same, so C1, C2 and C5 should work the same."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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CAABQBIIM9DezhpIaSzo5Oq3FV2Z2ppndbGZN8nhLbLOqJmm8mX0t6XNFytp2hWxXDL1s\nqMqUKKPpS6cX5mMAAACKXNrO6J+fUwaeojE/jJF3TP39BgAAqSfjZvTPz8jGI3VAlQM08tuRoaMA\nAAD8KeNKWcnskup1Ri+1+KCFNm3ZFDoOAACApAwsZZJ0zgHnaJ9K++jJyU+GjgIAACApA8eUbTV7\n+Wz988V/atats1S1bNUEJQMAAPir/MaUZWwpk6Q7379T6zevV99z+yYgFQAAwPYoZXlYtW6VDn7y\nYH1w1Qc6ovoRCUgGAADwV1x9mYfKu1XW/Y3u153v36l0KKcAACB1ZXQpk6Sb6t+kVetXacjsIaGj\nAACADJbxpSw7K1u9z+it1qNaa92mdaHjAACADJXxpUyS/rXvv3RkjSPVa0Kv0FEAAECGyuiB/rHm\nrZqnBv0aaFrTaapZoWYRJQMAAPgrBvrvRN3KddX0yKZq91G70FEAAEAGopTFuPvEuzXmhzGasHBC\n6CgAACDDUMpilCtZTt1O6aY73r9DuZ4bOg4AAMgglLJtNK7XWL+uyVLLAS+FjgIAADIIpWwbWZal\nOw96TE/MukdLV/8WOg4AAMgQXH2Zj31bXKuaFWtofKeuRfq5AAAgs3H15S56o2lXfba+nz6ZMS90\nFAAAkAEoZflocFANnbxbK13ev3XoKAAAIANQynbgzZYttCxrinq+9VHoKAAAIM1RynagcvnSuvOQ\nR9R+/J1av3Fz6DgAACCNUcp24uHr/q3dcqvq2sefDR0FAACkMUrZTmRlmZ77T2+9ubyTvvt5Zeg4\nAAAgTTElRpwOb3erzHM07eHHE/o9AAAgvTElRiG91ewBzbDX9Nb4maGjAACANEQpi9MBNffQxXvc\nqxvfbKHc3NQ/uggAAJILpWwXDGx2i9bm/KS7XxweOgoAAEgzlLJdsFupEnrohN7qNbOFVv26IXQc\nAACQRihlu6j1v0/XnjpUlzz6aOgoAAAgjVDKCmDQfx/VmHWPaNLsn0NHAQAAaYJSVgAnHlZXJ5Ru\nqkv6tQkdBQAApAlKWQENufNu/Zw9Tn3eGR86CgAASAOUsgKqWqmsbj+oh9qMbaYNG7eEjgMAAFIc\npawQel1/mUqpgq57ol/oKAAAIMVRygohK8vU76LH9frSjvp+EffFBAAABce9L4vAYW1vU5aZpnV7\nIlgGAACQGrj3ZQINbfaAZvibGjJ+WugoAAAgRVHKisABtXbXpVXv1w1DmnFfTAAAUCCUsiIyoPlN\n2qA1av3iG6GjAACAFEQpKyKlSmar20l99Pjsu7RizR+h4wAAgBTDQP8iVrtFY9WtVFdjOz4YOgoA\nAEhCDPQvJm/c2F3j1j2t8TPnhY4CAABSCKWsiB17aE39q1QrXda/ZegoAAAghVDKEmBwq5Zaphnq\nPuSD0FEAAECKoJQlQOUKpdT6sN6697M79Mf6jaHjAACAFEApS5DO156j8pvrqvFjfUJHAQAAKYBS\nliBZWaaXGvfWsFVdNWP+ktBxAABAkmNKjARrcE9brdm0THN7vBA6CgAASAJMiRHI2y076Hsbpf6j\nJoaOAgAAkhilLMFq7lFeN9TppuYjm2nzltzQcQAAQJKilBWDp5o2lnmObnryxdBRAABAkqKUFYOc\n7Cz1Pb+PBv7UXguWrg4dBwAAJCEG+hejv7VpotLZZfV110dDRwEAAIEw0D8JDG3WWVNzX9HQT2eG\njgIAAJIMpawYHbx3Vf1nz/t0/ZvNlZub/Ef2AABA8aGUFbOXmjfV+qwVavX84NBRAABAEqGUFbNS\nJXLUvVEf9ZnbSktX/RE6DgAASBIM9A9kn1aNVbPMPvr0wc6howAAgGLEQP8kM+TmHpqw6Rl98cO3\noaMAAIAkQCkL5MgDa+ihM9pr+urxSrWjfAAAoOhRygK6518t9PGCj/Xu3HdDRwEAAIFRygK7/ejb\nNfLbkVq3aV3oKAAAICBKWWBH1ThKy9cuV4/PeoSOAgAAAuLqyyTw45ofVf+Z+pp802TtW3nf0HEA\nAEACcfVlEqtdsbZaHNtCvT/vHToKAAAIhCNlSWLjlo0ymUpklwgdBQAAJFB+R8pyQoTB9kpmlwwd\nAQAABMTpyyTz9eKv1f/r/qFjAACAYkYpSzKVSldSm9FttGD1gtBRAABAMaKUJZl9K++rO465U1e/\ncmfoKAAAoBhRypJQ86Naa8K8GXpw0HuhowAAgGKS0FJmZrXMbIyZzTSz6WbWfAfbNjCzTWZ2Ucyy\nM81sjpnNNbO2icyaTCqWLa17j+yjB75optW/rw8dBwAAFIOETolhZtUlVXf3KWZWTtKXki5w9znb\nbJclabSkdZL6u/tb0WVzJZ0iaZGkyZIu3/a90fen/JQYeanR4mIdXLmextzXMXQUAABQRIJMHuvu\nS9x9SvT575JmS6qZx6bNJA2WtCxm2dGSvnX3Be6+SdIgSRckMm+yGXzjoxq7to8+njYvdBQAAJBg\nxTamzMz2kXSEpInbLK8h6UJ3f1pSbGusKWlhzOuflHehS1vHH1pbp5VtrUtfaK50PBIIAAD+X7FM\nHhs9dTlY0h3RI2axeksq9HixTp06/fm8UaNGatSoUWE/MikMbtVSe3QYoA4vD1PnqzPqQCEAAGlh\n7NixGjt27E63S/htlswsR9JwSSPd/bE81m89N2eS9pD0h6QmipzK7OTuZ0a3ayfJ3f3hPD4jLceU\nbdX9zY90z6QbtKTDLO1RsUzoOAAAoBDyG1NWHKVsoKQV7t4yjm1fkPRudKB/tqRvFBnov1jSJElX\nuPvsPN6X1qVMkmq3vFy1y++v8fc/FDoKAAAohCAD/c2soaTGkk42s6/N7KvoNBc3m1mTPN7yZ7Ny\n9y2Sbpc0StJMSYPyKmSZYsjNPfXZhr4a9eXc0FEAAEACJPxIWXHIhCNlknRe156asGyUlvV8X1lZ\n2xVsAACQAoIcKUPRer1Fc/1uP6vNi0NCRwEAAEWMUpZCypQuoYdPelK9Z7fQkpXbXsQKAABSGacv\nU9C+ra7WnrvV0MSHtrsQFQAAJDlOX6aRd27rocmb++vdz2eFjgIAAIoIpSwF1atbXf+ucq+uGXS7\ncnMz5wghAADpjFKWol6581atz1qpO/oNCh0FAAAUAUpZiipdMke9T31KT33fWj8t/zV0HAAAUEgM\n9E9xB951vcrlVNJXXXuFjgIAAOLAQP809fbt3TQl92UN+WR66CgAAKAQKGUp7pA6e+qyavfr+iG3\nMugfAIAURilLAwOaNdFmW6emT78UOgoAACggSlkaKFkiW0+e/ZSeX9BW85esDh0HAAAUAAP908gh\nbW5WtuVo+sNPho4CAADywUD/DPDunV01S0M08KPJoaMAAIBdRClLI/vVqKL/1uquW0Y01cZNW0LH\nAQAAu4BSlmaeufVq5eSW11WPPxU6CgAA2AWUsjSTnW166dKnNXj5/Zo6b1HoOAAAIE4M9E9Tx7a/\nR0s2zNP8R7g3JgAAyYSB/hlmWOsO+kkT1eOtUaGjAACAOFDK0tSelcuo7WFPqO24W7Xmj3Wh4wAA\ngJ3g9GUac5f2vP1i1at+mD669/7QcQAAgDh9mZHMpHdueUz/++NJfTRlbug4AABgByhlae74w2rp\nrHL36LKB3LAcAIBkRinLAIPvaq4/fIVa9OdKTAAAkhWlLAPsVipHj576tJ6Y20o/LuOG5QAAJCMG\n+meQg++6WSVzSmha1ydCRwEAIGMx0B8afmdXzcwdrAEfcsNyAACSDaUsg+xfs4puqN1dt3LDcgAA\nkg6lLMP0veVqlfDyurI3NywHACCZUMoyTFaW6ZUrn9ZbvzygL+dyw3IAAJIFA/0zVMOO92jhb/P0\nYy+myQAAoDgx0B9/MaxVBy3OnqjOg7hhOQAAyYBSlqF2r1BG9x75hDpNvlW/rOGG5QAAhMbpywy3\nd6uLVafMYRr/IDcsBwCgOHD6Enl6u+lj+mzTkxr++TehowAAkNEoZRnuyANq6aI9Ouiq127Rli0c\nbQQAIBRKGfTKHbdrU/YaNXlqQOgoAABkLEoZVKpEjp49t59e+Kmtvlm4InQcAAAyEgP98af6d7fU\nr5t/0Xc9OGIGAECiMNAfOzWi9QOa72P16NsfhY4CAEDGoZThT3vtXk53HfaE2o5vql/Xrg8dBwCA\njMLpS/yFu1SzxX90YJW/aex9D4aOAwBA2uH0JeJiJr3T9HGNW9tXIybNCh0HAICMQSnDdhocXEMX\nVemkxq/drC25uaHjAACQEShlyNOrLZpqs2/SDU8+HzoKAAAZgVKGPJUska3+/35WA39qrxnzl4SO\nAwBA2mOgP3bomPZttXT9Qs3v+WroKAAApAUG+qNAht/VUT/b53po0PuhowAAkNYoZdihqpXKqFOD\np3X/F7dq+eq1oeMAAJC2OH2JuOzT6kpVK723JnZ+OHQUAABSGqcvUSjDmz2qyZtf0Otjp4WOAgBA\nWqKUIS6H7VNN19TqrBvebqKNm7aEjgMAQNqhlCFuz992g3KshK7s1Td0FAAA0g6lDHHLzsrSq1c+\no7dWddLkOYtCxwEAIK1QyrBLzm5wiP5ZpqnOf7q5uLYCAICiQynDLhvWur1Wlpimti+8EzoKAABp\ng1KGXVahTGn1bNRPPWffrgVL14SOAwBAWmCeMhTYIW2byDxHM7s/FToKAAApg3nKUORGtuyuOXpH\nTw0fHzoKAAApj1KGAqtTrZJaHtxHLf53k9b8sT50HAAAUhqnL1Eo7lKNFhfpoMqHaWzHB0LHAQAg\n6XH6EglhJg275QmNW/e0hn0+PXQcAABSFqUMhdbgoBq6dPfOuuqNm7RpM7dgAgCgIChlKBIvtbhR\n2lJKVz3+ZOgoAACkJEoZikSJnCy9esWzenPZA5o4Z0HoOAAApBxKGYrMuccepEalWur8Z29Rbi4X\nXgAAsCsoZShSw9repTX+k1r0fy10FAAAUgqlDEWqXJkSevKM5/TEty317c8rQscBACBlME8ZEuIf\n7Vrqty0r9F2PgaGjAACQVJinDMVqZJsHNd8/Udc3PggdBQCAlJDQUmZmtcxsjJnNNLPpZtY8j23O\nN7OpZva1mU0ys4Yx6+bHrktkVhSt6lXKqtORfXXfpKZauur30HEAAEh6CT19aWbVJVV39ylmVk7S\nl5IucPc5MduUcfe10eeHS3rD3f8WfT1P0pHuvmon38PpyyRVt9U1qlxqD33ZpVfoKAAAJIUgpy/d\nfYm7T4k+/13SbEk1t9lmbczLcpJyY15bojMisd67o5embHlVL47mQCcAADsSV+Exs8pmdqiZ1TWz\nApUkM9tH0hGSJuax7kIzmy3pXUnXx6xySaPNbLKZ3VSQ70VYB9feQ0337aVbRt6otes3hY4DAEDS\nyvf0pZlVlHSbpCsklZS0XFJpSdUkfS7pKXf/X1xfEjl1OVbSg+7+zg62O0FSR3c/Lfp6L3dfbGZV\nJY2WdLu7j8/jfZy+TGK5ua7qrc7R36s01Oh724eOAwBAUPmdvszZwXsGSxoo6UR3X73Nhx0p6Woz\nq+vuz+/ki3Oin/XSjgqZJLn7+OjRuCruvtLdF0eXLzezoZKOlrRdKZOkTp06/fm8UaNGatSo0Y6+\nCsUoK8s09MandcLgffT4iAZqfs7poSMBAFBsxo4dq7Fjx+50u4TPU2ZmAyWtcPeW+azfz92/jz6v\nL+kdd9/bzMpIynL3382srKRRku5391F5fAZHylJA/Y5N9O2v0/RL909VskR26DgAAASR35GyuEqZ\nmdWTtI9ijqy5+1txvK+hpHGSpisyPswl3SOpTuQj/FkzayPpGkkbJa2T1NrdJ5jZvpKGRt+TI+kV\nd++Wz/dQylLA5i252r3VSTqlxn/0Vps7QscBACCIApcyM+svqZ6kmfr/KyPd3a/P/13Fi1KWOj74\nYq7OGny8xlwxSY3+Xjd0HAAAil1hStksdz8kYcmKAKUstZzb9RF9uvQ9/dLrI2VlbffvJAAAaa0w\n85RNMLOkLmVILUNa36lN9ruuebxf6CgAACSNeI6UnSRpmKQlkjYoMqGru3u9xMeLD0fKUs/bn83Q\nRcP+pQnXfqVj/rZ36DgAABSbwpy+/E5SS0UG6/852767LyjqkAVFKUtNpzzwoKavmqAlPUdwGhMA\nkDEKc/ptzY27AAAgAElEQVRyubsPc/cf3H3B1kcCMiLDvNumnX7TIt3S96XQUQAACC6eI2VPSaqk\nyC2QNmxdHs+UGMWFI2Wp65UxX+nqD87SlJunql7d6qHjAACQcIU5fflCHouZEgNFpuF97fXDb7P1\nU88hnMYEAKS9Qk0em+woZalt9e/rVe2+f+i2Qx9QrxsuCR0HAICE2uUxZWbWwcyq7GD9yWZ2blEF\nROaqVK60+pzWX49901zfLFwROg4AAEHke6TMzC6Q1EbSeklfSVouqbSkAyQdIelDSV3cfXnxRM0f\nR8rSw5H3tNTKDUv1Q89XQkcBACBhCjOm7ABJDSXtpci9KWdLGufu6xIRtCAoZelhxZq12uuBemp3\nxKN68OrzQscBACAhGFOGlND77bFq9elVmtd6hupUqxQ6DgAARY5ShpRxaNtbtDl3k77p8VzoKAAA\nFLnCTB4LFKsPWj+s7zVa3d4cHToKAADFhlKGpFOragV1OvIZdZh0kxav/C10HAAAisVOS5mZHWhm\nH5nZjOjrembWIfHRkMk6XH6m9vV/6Yzud4eOAgBAsYjnSFk/SXdL2iRJ7j5N0uWJDAVI0qhWvTQz\nd6gee+fj0FEAAEi4eEpZGXeftM2yzYkIA8Tad6/Kuufwvmr9yfVatuqP0HEAAEioeErZCjPbT5JL\nkpn9R9LihKYCoh68+jzt7Q11OqcxAQBpLp5SdpukZyQdbGY/S7pT0i0JTQXEGN2qt6ZvGaLHOY0J\nAEhjcc9TZmZlJWW5e9JdDsc8Zemv/UvD1H1KS/3cYar2rFw2dBwAAAqsMLdZapnH4jWSvnT3KUWU\nr1AoZZlh31ZXq1LJKvq662OhowAAUGCFmTz2KElNJdWMPm6WdKakfmbWpkhTAjvwYavHNKX042rS\nv3foKAAAFLl4SlktSfXdvZW7t5J0pKQ9Jf1T0nUJzAb8xX41qui/NXrphdmPcTUmACDtxFPK9pS0\nIeb1JknV3H3dNsuBhOt/UwvV9n/q1IfbhY4CAECRiqeUvSJpopl1NLOOkj6V9Gp04P+shKYD8vBh\nq96ateVt9Xzrf6GjAABQZOK6+tLMGkg6PvryU3f/IqGpdhED/TPPA6+N1INf3qoFd09Tjd3Lh44D\nAEDcCnz1ZfTN2ZKqScrZuszdfyzShIVAKctMB911o7ItR7O69w0dBQCAuBX46kszayZpqaTRkoZL\nGhH9JxDU6Lt6aq6PVNc3RoWOAgBAocUzT9l3ko5x91+KJ9Ku40hZ5ur25mh1mHSj5t01TbX3rBg6\nDgAAO1WYyWP/J+k0d0/am5BTyjLbIW2aarNv0twez4eOAgDAThWmlD0v6SBFTlv+OQWGu/cq6pAF\nRSnLbIt++U01n6igc6u00rvNHgkdBwCAHSrMjP4/KjKerKSk8jEPICnU2L28rq7WQ8NX9tT3i1aG\njgMAQIHEfUPyZMaRMkjS39s116+bVuqHni+HjgIAQL4Kc/qyqqQ2kg6VVHrrcnc/uahDFhSlDJK0\nYs1a1XjgCN1xWFf1+O/FoeMAAJCnwpy+fEXSHEn7Srpf0nxJk4s0HVAE9qhYRn1OeVE9Z9+mSTOX\nhY4DAMAuiedI2ZfufqSZTXP3etFlk929QbEkjANHyhCrWusztHK3idpw/yplZW33iwgAAEEV5kjZ\npug/F5vZOWb2D0lVijQdUIS+vX+Ycv6oraZPDwwdBQCAuMVTyh4ys4qSWklqLek5SS0SmgoohApl\nS2nAhS/puYWt9dmsBaHjAAAQlx2evoze87K5uz9afJF2HacvkZczH+qmiStGaXnPD5WTHc/vHwAA\nJF6BTl+6+xZJVyQsFZBAw9repS3aoEseeTx0FAAAdiqegf6PSioh6XVJf2xd7u5fJTZa/DhShvx8\n9PX3Ou31Y/TOheN03rGHhI4DAECh7325LWeeMqSKxr2e0dsL+2l51wkqU7pE6DgAgAxX4FKWCihl\n2JHcXFe1lufokEoN9HGn+0PHAQBkuAJPiWFmFc2sl5l9EX30jF6NCaSErCzTqNuf1yfr+urF0ZNC\nxwEAIE/xXJLWX9Jvki6NPn6V9EIiQwFF7R/776Xm+/dRk/ev1i+/rg0dBwCA7cQzpmyKux+xs2Uh\ncfoS8dqnZWNVKrW7pnTlikwAQBiFmdF/nZmdEPNBDSWtK8pwQHEZ0/oJzdg8VN0Hjw4dBQCAv4jn\nSNkRkgZIqijJJK2UdJ27T018vPhwpAy7ouvro3XvF9fru1bTtE/1yqHjAAAyTKGvvjSzCpLk7r8W\ncbZCo5RhVx3e9nb9sWW15j3ycugoAIAMs8ulzMxa7ugD3b1XEWUrNEoZdtWyVX+o1kP/UPPDOuuR\n/14SOg4AIIMUZExZ+ejjKEm3SKoZfTSVVD8RIYHismflsnrq1JfUc9btmjhzceg4AADENaZsnKRz\n3P236Ovykka4+z+LIV9cOFKGgjqixb1apK+0pOdwZWVt90sLAABFrjBXX1aTtDHm9cboMiDlfdrl\nPv2uJbqq9zOhowAAMlw8pWygpElm1snMOkmaqMjVmEDKK7tbCb15+SsatKyDRn4xJ3QcAEAGi+vq\nSzOrL+nE6Mtx7v51QlPtIk5forAue+RpDV/0nJZ1maCypUuGjgMASGMFnhLDzGrntdzdfyyibIVG\nKUNh5ea6qrc8TwdWqqfxnbqEjgMASGOFKWXTJW3daDdJ+0r6xt0PLfKUBUQpQ1GY9v1S/eOZI9Tn\npNd16zlJcx0LACDNFHigv7sf7u71oo8DJB0taUIiQgIh1duvmtoe0k+3fXiNfv5lTeg4AIAME/eM\n/n95k9l0dz88AXkKhCNlKEr733GrVOpXfded2f4BAEWvMKcvY2f2z1Jk4tjd3f2Moo1YcJQyFKWl\nK9dq74fq69ZDO6r3DVeEjgMASDOFmaesfMyjlKQRki4o2nhA8qhWpYz6nfWKHp97hybOSZrrWQAA\naW5Xbkhext3XJjhPgXCkDIlw+oPdNHnl+1ra/SOVLJEdOg4AIE0U+EiZmR1nZrMkzYm+/ruZPZWA\njEBSGd7uLuW668Luj4SOAgDIAPGcvuwt6QxJv0iSu0+VxHwBSHslS2TrvZsG6v1fe+qVMV+FjgMA\nSHPxlDK5+8JtFm1JQBYg6TQ8tI5u26+3rh/eWMtXJ+XZewBAmoinlC00s+MluZmVMLPWkmYnOBeQ\nNPo0uVI1s+qrUZe7QkcBAKSxeEpZU0m3Saop6WdJR0RfAxljbJsnNdeHq8OA90JHAQCkqQJNHpts\nuPoSxeGpER+r2cdX6KsmX+vv+1cLHQcAkKIKc/VldzOrED11+ZGZLTezqxITE0het55zkk4oe71O\n6XOdNm/JDR0HAJBm4jl9ebq7/yrpXEnzJe0vicE1yEjvt+uojVmrdVH33qGjAADSTDylLCf6z3Mk\nvenucd+p2cxqmdkYM5tpZtPNrHke25xvZlPN7Gszm2RmDWPWnWlmc8xsrpm1jfd7gUTZrVQJjbj+\nVQ1f3U2vjWWaDABA0Ynn3pfdJF0oaZ2koyVVkjTc3Y/Z6YebVZdU3d2nmFk5SV9KusDd58Rs8+ed\nAszscElvuPvfzCxL0lxJp0haJGmypMtj3xvzGYwpQ7G6ve8gPfvtffrp3q+0Z6VyoeMAAFJIgceU\nuXs7ScdLOsrdN0n6Q3He+9Ldl7j7lOjz3xWZSqPmNtvETv5UTtLWwTpHS/rW3RdEv3dQvN8LJNoT\nTS/X3mqof3bd7uAvAAAFEs9A/9KSrpP0ppkNkXSzpNW7+kVmto8i02lMzGPdhWY2W9K7kq6PLq4p\nKXbS2p+0TaEDQhrXro/mbfpUrV4YFDoKACANxDOmbKCkQyX1kfSEpEMkvbQrXxI9dTlY0h3RI2Z/\n4e5vu/vfFDlN+tCufDYQSs2q5dTvzNf06Jzm+nTWD6HjAABSXM7ON9Fh7n5IzOv/RW9QHhczy1Gk\nkL3k7u/saFt3H29mdc2siiIT1daOWV0ruixPnTp1+vN5o0aN1KhRo3gjAgV27en19fqktjrruSu1\nrNs4lS5ZInQkAECSGTt2rMaOHbvT7eIZ6P+ypCfc/fPo62Mk3ebu18QTxMwGSlrh7i3zWb+fu38f\nfV5f0jvuvreZZUv6RpGB/oslTZJ0hbtvd4snBvojpE2bc1W91dk6rMpR+rgjB3oBADuW30D/eErZ\nbEkHSfoxuqi2ImVpsyR393o7eG9DSeMkTZfk0cc9kupE3/usmbWRdI2kjYpc4dna3SdE33+mpMcU\nOc36vLt3y+d7KGUIaup3S1X/2X/o0RNeVfPzG4WOAwBIYoUpZXV2tN7dFxQyW6FRypAMHnj1fT3w\n9U2ac+cU7V9z99BxAABJqsClLBVQypAsjry7lRZv+F4/PTJUWVnb/fcGAEDB5ykDEL//deii1f6j\nGvfuGzoKACDFUMqAIlShbCm9deUgvb7sPg39dEboOACAFEIpA4rYmQ0O1H9rddcVQy7XijVrd/4G\nAADEmDIgIXJzXdXuPlEbs1dpTZeZoeMAAJIIY8qAYpSVZZrU4h39+scGtXz+zdBxAAApgFIGJMi+\n1XfXgPMG6dGfLtWYqd+GjgMASHKUMiCBrjn1KJ1dqotOe7qxfl+3MXQcAEASY0wZkGC5ua7Kt16o\n/Xevqy87Pxo6DgAgMMaUAYFkZZm+vPcFTd0wVPcMfDt0HABAkqKUAcVg/5pV9PQpg9Rt5s0aP2N+\n6DgAgCREKQOKyU1nHatzKrXRmc9fxvgyAMB2GFMGFKMtW1w1W1+gWrsdoC+69AwdBwAQAGPKgCSQ\nnW0a3/pFTdk0WO0HDgsdBwCQRChlQDHbv2YVPXXyIHWdeZPGz1gQOg4AIElQyoAAmpx1nM6udJfO\neu5y/bFuU+g4AIAkwJgyIJDNW3JVs/X52nu3v+mLLj1CxwEAFBPGlAFJJic7S5+2HqApm95Qh4HD\nQ8cBAARGKQMC2r/m7nrq5NfUZeYN+nTGj6HjAAACopQBgTU563idXamVzmR8GQBkNMaUAUlgS26u\narQ+T7VLH6bJXR4OHQcAkECMKQOSWHZWlsa3GqCvN72m9gPfDR0HABAApQxIEgfU3ENPnfy6us68\nUeOmzwsdBwBQzChlQBJpctZxuqBye53V/xKt+WN96DgAgGLEmDIgyeTmuuq0ulzlS1bUrIefDR0H\nAFDEGFMGpIisLNPn7Z/Td5vG6eanBoSOAwAoJpQyIAnV3KO8Xr94iPr92FpDPp0WOg4AoBhQyoAk\n9e+Gh6pJ7d66YujFWrh8Teg4AIAEY0wZkOQObXOr1mxeqh8fGaysrO2GIAAAUgxjyoAU9dl9j2pV\n7kJd1OPR0FEAAAlEKQOSXMVypfTBDW/q3ZXd9dSI8aHjAAAShFIGpIATDq+j+/7+gpp/fLlmzF8a\nOg4AIAEYUwakkBPuu0+zfhuvxd1HqVSJnNBxAAAFwJgyIA2MubejTNm64eX7QkcBABQxShmQQkqW\nyNasB17VuNUva9g3w0LHAQAUIUoZkGKqla+qNy95UzcOu1FfL/wmdBwAQBGhlAEp6Jhax+i6vTvr\nuN4Xacmq30LHAQAUAQb6AynKXTrorpu03ldrfo83mFgWAFIEA/2BNGMmTer4hH7Z8qPO7949dBwA\nQCFRyoAUVql8KX3UZIhGrnxMPd4aHToOAKAQKGVAijv2kFrqfsxrajfxan02a37oOACAAqKUAWmg\n1cUn6eyK7XTacxdp1W/rQscBABQAA/2BNJGb69qn1VUqVSJb33QbwMB/AEhSDPQH0lxWlmnyvf20\ncNNUNX7sydBxAAC7iFIGpJFqVcpoxNVD9fqSB9Vz8Ceh4wAAdgGlDEgzp9Svq1v3GqDWEy7X/778\nOXQcAECcGFMGpKlDm3bWglLDtajLWFUoWyp0HABAVH5jyihlQJravCVXtVtfrIol9tTs7s+EjgMA\niGKgP5BhcrKzNLn9AP2webyufPTp0HEAADtBKQPSWM09KmjEVcP02qJOemDgx6HjAAB2gFIGpLlT\n6u+nNvu/ovtnXK5PZ84PHQcAkA/GlAEZ4oKuvTVq+Quaf++nqla5XOg4AJCxGOgPZLjcXNeBd12v\n9f6bFjzyhrKzOFAOACEw0B/IcFlZpi/v76vVuT/r9IceCh0HALANShmQQSqWK6Xxzd7Sx7/1U9sX\nh4aOAwCIQSkDMswR++2l509/Sz3mNNGQT6aHjgMAiKKUARno2tMa6JZ9euvydy7QnB9XhI4DABAD\n/YGMduy9bTTnty/0c9cPVHa3EqHjAEBG4OpLANvZuGmLarU9T9Vy9tP07n1CxwGAjMDVlwC2U7JE\ntr5o96rmbhmtxr36hY4DABmNUgZkuNp7VtLwxsP02tIO6jX0f6HjAEDGopQB0Gn1D1T3o1/TXZ9f\nro+mzA0dBwAyEqUMgCSp9cUn67I9H9LZL52n+UtWhY4DABmHgf4A/uKIdi21cMNULez6vsqU5opM\nAChqXH0JIC4bNm7R3m0u0B6lampG177Kytru7w0AQCFw9SWAuJQqma2vO7ymeRsn6OIej4WOAwAZ\ng1IGYDs19yivj258V8N+6a5Or7wXOg4AZARKGYA8NTy0jvqePEQPTLtOQz6ZEToOAKQ9ShmAfN10\n5nG6bb/euuyd8zR93rLQcQAgrTHQH8BONbr/Pn2x6kP9+MAYValQOnQcAEhpXH0JoMC25OZqvzZX\nKHdLtuY98rJysjnIDgAFFeTqSzOrZWZjzGymmU03s+Z5bHOlmU2NPsabWb2YdfOjy782s0mJzAog\nf9lZWZrS6UWt1nyddP99oeMAQFpK6JEyM6suqbq7TzGzcpK+lHSBu8+J2eZYSbPdfY2ZnSmpk7sf\nG103T9KR7r7D6cU5UgYUj9k/Lle9x47T1fverf633xA6DgCkpCBHytx9ibtPiT7/XdJsSTW32eZz\nd18Tffn5Nust0RkBxO9vtavqnUvf04sL26v7kFGh4wBAWim2wmNm+0g6QtLEHWx2o6SRMa9d0mgz\nm2xmNyUuHYB4nX3Mgep93GC1m3SVhn42PXQcAEgbOcXxJdFTl4Ml3RE9YpbXNv+S9F9JJ8Qsbuju\ni82sqiLlbLa7j8/r/Z06dfrzeaNGjdSoUaMiSg9gW80vPEFzlzyuS4aeq0lVJ6j+ATVCRwKApDV2\n7FiNHTt2p9sl/OpLM8uRNFzSSHfP854t0cH9QySd6e7f57NNR0m/uXuvPNYxpgwI4IwHu+mTla/r\nuw7jVGP38qHjAEBKCHnvy/6SZu2gkNVWpJBdHVvIzKxM9AibzKyspNMlMa04kERGtm+rOiUa6IgH\nL9f6jZtDxwGAlJboqy8bShonaboi48Nc0j2S6khyd3/WzPpJukjSAkUG9m9y96PNbF9JQ6PvyZH0\nirt3y+d7OFIGBLJuwybVbnee9sjZVzMffkpZWdv98gcAiMHksQAS5ucVv2r/LieqUeWrNPLeu0LH\nAYCkFvL0JYA0V3OPCvqk6QiN/u1xNev7Rug4AJCSKGUAisRRB9bS6xcM15M/3K7eQ8eFjgMAKYdS\nBqDIXNzw7+pxzGtq+fklzGEGALuIUgagSLW66BTdsm9vXfL22Zo8d2HoOACQMhjoDyAhznmolz5a\n9bzmtPlE+1SrEjoOACQNrr4EUKzcpfp3t9K8DZM0/4FRqlx+t9CRACApUMoAFLtNm3O1f5urtFnr\n9MPDg1WyRHboSAAQHFNiACh2JXKyNP3BF7Qu9zf9o0Mz5ebyyxMA5IdSBiChKpQtpWnt39IPGyfo\ntAe7hI4DAEmLUgYg4WpVraAJt7+ncb89p2t79w8dBwCSEqUMQLH4+357acSV7+vlxfeow8ARoeMA\nQNKhlAEoNqfXP0j9T3tHXWZdpyeHfRo6DgAklZzQAQBklmtPPUaLVr2sZp9epOpVRuviE+qFjgQA\nSYEjZQCK3d2XnKFm+z2uS4edpY+nfR86DgAkBUoZgCAea3KZLql6n04deJqmzlsUOg4ABEcpAxDM\noLtu1knlb9IxT5yueYtXho4DAEExoz+AoHJzXQ3a36W56z/V9/d9qD0rlw0dCQASitssAUhaW7a4\n/tbuRq3c9JPmdR6mCmVLhY4EAAlDKQOQ1NZv3Kz92l0q8xx9//BrKlWS+2QCSE/c+xJAUitdMkez\nHnxV67RS9e65RVu28IsWgMxCKQOQNCqWLa2Z9w3Vz7lTdGyHu8UBcACZhFIGIKlUr1xeU1uP1PQN\nw3XqA51DxwGAYkMpA5B09quxuybdPlqf/DpA/+7+aOg4AFAsKGUAklK9unvp4xs+0rvLHtc1j/cN\nHQcAEo5SBiBpHXfI3vrgyo/0ysLOatp3QOg4AJBQlDIASe2U+nX19kWj1W/e3Wr5/Buh4wBAwlDK\nACS98447WIPOfV+PzW2u9i8NCx0HABKCUgYgJVzyz3p64bTh6jrjRnUeNCp0HAAocjmhAwBAvK45\n9Sit2zhUt4y7UGVKDlaLi04KHQkAigylDEBKufnshlq78XW1mnCJypQappvPOTZ0JAAoEpQyACmn\nxYUna92mAbpl3PkqkTNc159xdOhIAFBolDIAKemeS87Sxk39deOY85ST866uOYViBiC1UcoApKxO\nV56rTZuf13Wjz1WWjdBVJzcIHQkACoyrLwGktM7XnKu2Bz+va0ado5fHTA4dBwAKjFIGIOV1ve48\ntT34OV37wbl6ecwXoeMAQIFw+hJAWuh63fnSANc1H5wj+Xu66pQjQ0cCgF1CKQOQNrpee4FsoHTN\nqLPlek9XU8wApBBKGYC00uWaC6SBrmtHnS35SF19av3QkQAgLpQyAGmnyzUXSi+5rh19ltxH6prT\nKGYAkh+lDEBa6nL1v2UvSdd9eKY25Q7TDWcw8z+A5EYpA5C2Ol/9b5V4pZRuGnO+NmwerFvP+Wfo\nSACQL0oZgLTWqfHZKpXzqm7/5GKt3fCaWl90auhIAJAnShmAtHf3ZaeqbKm3dOeEi7V244u67/Kz\nQ0cCgO1QygBkhOYXnqjdSg3TzWMv0B/r++rh6/4dOhIA/AWlDEDGuOmsY1Wm1Ehd88HZWvvMBvW5\n+fLQkQDgT5QyABml8cn1Vab0aP3n7TP0x+Mb1L/5taEjAYAkydw9dIZCMzNPh/0AUHze/2KOzn39\nNF28Z3u9flfT0HEAZBAzk7vbdsvTocxQygAUxLjp3+uUAafp1Eo3a2SHtqHjAMgQlDIAyMOX3/6s\n458+XUeWO1fjO3VTVtZ2f08CQJGilAFAPr5Z+Ivq9zxbtUvV09SH+qpkiezQkQCkMUoZAOzAohW/\n67CHLlTZrMqa+eDLqlC2VOhIANJUfqUsK0QYAEg2NfYopx8eGqFcz9W+7c/TkpW/h44EIMNQygAg\nqmK5Uvr+4de1e4la2v+B0/TdzytDRwKQQShlABCjdMkczXn4eR1SrqEOe+QkffHNotCRAGQIShkA\nbCMryzTxwR46ueqVOq7fCfrgi29DRwKQAShlAJAHM9N799ytq+rcrbPf+KcGfDgpdCQAaY5SBgA7\n8EKzm9TusGf13w/P0YOvjwgdB0AaY0oMAIjDMyM+163jLtS1tTqrf7MbQscBkMKYpwwACmnkpG90\n/htn6cQK1+nDDvcy+z+AAqGUAUARmDZviY7tc7bq5DTQ152fVOmSOaEjAUgxlDIAKCKLfvlN9R66\nWNm+m6Z3fE17Vi4TOhKAFMKM/gBQRGrsXl4Lug5X+ZIVVLfTKZo5f3noSADSAKUMAAqgbOmSmttt\noOpXOVlHPHGsRn4xJ3QkACmOUgYABZSVZRrXsbOuqXOvzn3zJPV+Z0zoSABSGGPKAKAIPDJ4rNpM\nvkzX1+6q5267PnQcAEmMgf4AkGAjJn6jC984R0eXvUQfd+ysnGxORgDYHqUMAIrBnB9X6OheF6pC\n1l6a2nGgdq+4W+hIAJIMV18CQDH4v/buPD6q6vzj+OdJAgkBNMi+iggCIhQpIIJoKEqhilhcENyo\nonVpUdyQuhSVXahocSlFfgXFHxQqqPxEECSySJBFZBHZi+wqECSErHN+f8xQIw0hgUzu3OT7fr3m\n5cy95859npw58sy5d+5tUq8Ku4bOp0xUWc7/cyJrtx3wOiQR8QkVZSIiRezc8nFsG/UObc/rRqs3\n2jF90TqvQxIRH1BRJiISBlFRxqfPDebBxkPp9dGvGDR5ptchiUiEC2tRZmZ1zOxTM9tgZuvMrH8e\nbfqY2VehxxIza5FrXVcz+8bMNpvZwHDGKiISDq/e24eJv/qIUev6c/WQF8gJBLwOSUQiVFhP9Dez\nGkAN59waM6sArAJ6OOe+ydWmHbDROXfEzLoCg51z7cwsCtgMdAb2AiuAW3Nvm+s9dKK/iES01Vv2\nceVrPakUXZtVz0yiWqXyXockIh7x5ER/59x+59ya0PNUYCNQ+6Q2yc65I6GXybnWtwW2OOd2Ouey\ngKlAj3DGKyISLq0a1WT3kIXEWkXOf6EDS9bv9DokEYkwxXZOmZnVB1oCy/Np1g+YE3peG9iVa91u\nTiroRET8JKFCHJtHTaRrjb5cNbkdY2cu8jokEYkgxVKUhQ5dzgAeDs2Y5dWmE/A7QOeOiUiJFRVl\nzBz4CMPaTuKx5Jvp9dKb6OwLEQGICfcOzCyGYEH2tnPu/VO0aQGMB7o65w6HFu8B6uVqVie0LE+D\nBw/+z/PExEQSExPPKm4RkXAaeFMXWjdcwrVv96DJE6v44vm/cm75OK/DEpEwSEpKIikp6bTtwn5F\nfzObDPzgnHv0FOvrAQuAO5xzybmWRwObCJ7ovw/4AujtnNuYx3voRH8R8aV9h47S5sV7SLHtzOs3\ng/YX1/c6JBEJM09us2RmHYBFwDrAhR5/As4HnHNuvJn9HegJ7AQMyHLOtQ1t3xV4heBh1reccyNO\nsR8VZSLiW4GAo/uwl/n46EiGtJ7MoJt/7XVIIhJGuveliEiEGztzEY8t601ihfuZ+/TTuqG5SAml\nol5X4uMAABRASURBVExExAdWb9lLp9dvIZYEkp94mwa1KnkdkogUMd2QXETEB1o1qsW+4QupG9+Q\nxmNaM2XBGq9DEpFiopkyEZEINeCt/+WVLf3pU30okx++l6io//piLSI+pMOXIiI+NGflN/Sc0ovq\n0U35fNB4alU+x+uQROQs6fCliIgPdWvdhN2Dk4kjgfrDW/Fu0iqvQxKRMNFMmYiIT/QfP41x2//A\njZWfY9pjf9DhTBGf0uFLEZESYMGarVw/6VbOpR6LH3+LC2vr15kifqPDlyIiJUDnlg3ZP3QpNeLr\n0vjlVrwxe5nXIYlIEdFMmYiITz07ZRbD1v6eK+Mf4OM/PUNsmbDfzlhEioAOX4qIlECrt+zl6nF9\nyY4+yod93+GqFhd6HZKInIYOX4qIlECtGtXiwJiP6VS1F53ebUe/cf8gENCXVBE/0kyZiEgJ8a/F\n67htZh+quCZ8+tibXFSnstchiUgeNFMmIlLC3dixOftfWEGN+Do0faUlw6bO9zokESkEzZSJiJRA\no9/7hKeW3U3TqB4sGDSCagkVvA5JREI0UyYiUoo83vMatj62lrTsVOoM+QV//fAzr0MSkdPQTJmI\nSAn39KTZjFh/P81jbmTek8OoVqm81yGJlGqaKRMRKaWG3nUdmwes5cfMQ9Qe8gtenbXY65BEJA+a\nKRMRKUWeeed9hq99gEvoxbynhlL9vHivQxIpdTRTJiIiDLm9B1sGrCOV76gz7BJGTJ/ndUgiEqKZ\nMhGRUurFqXN4fuWD1Lcr+L+H/0LjOlW9DkmkVNBMmYiI/Myzt3Zj16D1nBNdjYv/egn3vTZZdwMQ\n8ZBmykREhLcXrOL3s+8lLlCZaXe8yTWtdQ9NkXDRDclFRCRf6ZnZ9Hp5LB8eHkFi3ABmPv4451aI\n9ToskRJHRZmIiBTI0q93cNOEARyM2sDzl73KoJu7eR2SSImiokxERArl2bc/YsSa/lTjEv5591g6\nNKvvdUgiJYKKMhERKbRDP6Zz08ujSTr+MonlHuFfjz5BpYpxXocl4msqykRE5IwtWf9vek0cwHe2\njidbjOXFO64lKuq//k0RkQJQUSYiImdt+IyPGbzsESrk1GXCLWP4bfsWXock4jsqykREpEikpWdx\n56t/472DL9KY7kz7/Yu0aFDT67BEfENFmYiIFKnte1O4ZdxQVgcm0il+AFP7P0rVBN1LU+R0VJSJ\niEhYJH21nTsnP8XeqGT61h3K6w/0oWyZaK/DEolYKspERCSsxn+8lMfnPkGmHeXJ1kMYfOv1+jGA\nSB5070sREQmr+7p2IGXMUh5rOYxRK54l4bH2vDxzoddhiUSEQMAxaNIsKgxod8o2mikTEZEil5Ud\n4OG/T+XvW5/jnJwLGNV1GPd0beN1WCLFLhBwDJv2CcO/eIYAmQxsPZTnb79Ohy9FRKR4paVncd/f\n3mLqnhepktGWv9zwHH06Xep1WCJhFwg4Rk6fz7Blg8mMPsSDF/+Zl/reQkx0lM4pExER7xxOTaPf\nG+OZ9f1LVM25lJG/eZa7Ol/mdVgiRS4QcIz61ycMXTqYzOjD3N/kOUb/7hbKxPz04xcVZSIi4rlD\nP6bT7/W3+ODgSBKym/JC52d58LorvA5L5KwFAo6RMz5h+LLBZNhh7mv8HGPuviXPXyKrKBMRkYhx\nNC2TB/42iWl7hlM+qz5/6vAsj9+UqF9riu9kZuXw1KSZ/G39SLKjU+nX8Dle7pd3MXaCijIREYk4\nxzOyeGTiFP6xdTgxgXP4ffPHGX7HjcSWifE6NJF8paSm84cJk/nnrtHEBirTv9VAnu9zPTHRp7+w\nhYoyERGJWNk5AZ57ZzbjVo/meNlv6V51AOPuuZtalSt6HZrIz+w8kML9E95k3pFXqJzVimc7DeSh\n6zoWapZXRZmIiEQ852DCx8t54ZMx7Cn7KW2i+zHujv60aVLL69CklPt4xWaenDGO9VHvcH7mtbzU\n40luurL5Gb2XijIREfGVz9Zu55GpY/nKvU2djC481fkh7u9WuBkJkbORnRNg+PS5vLr8VQ6WXU37\nuHsZe9v9tL6ozlm9r4oyERHxpV3fH+HhiZOYfeB1oinDb+s+yOg7b9ehTQmbPT8cZcCkfzBr71+J\nCVSgd4P+jPndrSRUiCuS91dRJiIivpaT4xj93qe88vlr7I9LolngNp7vfj89r2jmdWhSAgQCjknz\nVzDykwlsjplB7fRreDLxjzzUvUORz86qKBMRkRJjxaZdPD51PEuOvUV8Vj16XnA3Q/v0ok6Vc70O\nTXxm54HDPPHOO3y4ZwLZUal0rtSPUb370qJBzbDtU0WZiIiUOOmZ2QyZOpeJq/+HfeXmc0Fmdx68\n/G4evuEqysSc/tIEUjplZuUwdtZnvLl8IjvKzqZuejf6d7iXR25ILNAlLc6WijIRESnRvt75PU9P\nncLHByaSZam0K387T3fvTbc2Tb0OTSJAIOCYvvgrRs+bwuqsd4nNrkbXGncx7NY7aFKvcrHGoqJM\nRERKBecc0xavYvTcd/kyaxqxOVVIrNybQd170bH5BV6HJ8Vs6YadDJn1LgsPTiE7KpXL4m9j0LW3\ncd1lF3sWk4oyEREpdTKzAoz7cDETkqfyTdQM4tMbcnX1W3mqR0/aXVzX6/AkTBZ8uY0xH73Hou/f\nIy1uC41zbuahjrdx/7Xti+Xw5OmoKBMRkVItLT2LsR8s4B8rp7I1ajbxmfW5/LwePNDpBm64/BJd\n/8zHAgHH7C828Mq89/j88Htklt1PE27grjY38sfuiZSLLeN1iD+jokxERCTkeEY24z5YwpRVs1if\n/T6GcUlMD/q0vp4Hru1AhXJlvQ5RTiMlNZ3XZn/G9DVz+DrrIwKWQfOYntzT/kbu63Z5vjcE95qK\nMhERkTwEAo73lq7lzaT3ST40m2PlNlEj/Uo61u7C3Vd1oUurizSLFiE+W7udN+bPYeHuj/gubjEV\n01rQrko37rmyGzdfcalv+klFmYiISAFs3HmQ1+fMZ+7WeWyzuZiL4ULrwq8bdabfNR1pcYHuw1lc\nVm7ew1sLkliwbSE7XBKBmFTqZ3fjusbdePi6a2hQq5LXIZ4RFWUiIiKFFAg45qzcyMRFc/l8bxIH\nyi4hJrsS9a0jHep2pHf7K7m61YW+maGJZIGA49MvtzM9OZlFOz9jW2Ah2TGHqZl5FR1qdeL2KxK5\ntu3FREd5f6L+2VJRJiIicpaysgN8sOxrpn+xmOS9i9kdvYgAOVTPassllVuT2KgNN7b/JU3qVvU6\n1Ii380AK05asYN7Xyaw7tJzvY5cTlRNHzcBltKl2Jb0v78RvOzSLiF9LFjUVZSIiIkXMOcfyTTv5\n55KVLNm+gi1pK0kpt4rorASq57SmaaVLadegGb9q3oyOzRpQJiZyTz4Pl5xAgCXr/82cL78iecda\nNh9Zy/dRa8mO2885qa24qMJlJF7Yjls7XsYvG9X2OtxioaJMRESkGGTnBEj6ahsfrlrJ8p1r2HZ0\nA4fLbCAn7gDljjWmelQzGiU0o2WdxrRp2ID2TRtQu8o5Xod91r5LSWXh2i0kb97Cun2b2XFkCwey\nN3MsfgPRWQlUzm5Bw4otaFvvF3Rp2YLOLRtRNibG67A9oaJMRETEQ/sOpjJ39dcs2bSBtfs38O2x\nraSwnYz47VhOHOXSG3Be1AXUKncBdRNqcn7lmjSoWpMmdWpySf2aVK9U3pO4nYMfUo6zec8PfLNn\nD9/s3c3W73az68guDqTvJiWwi7Sy/yZQNoXYYw05j0bUK9+Ii6tfROsGjejSshkNa5/nSeyRSkWZ\niIhIBAoEHBu//Z7kTdv56tsdbDqwg70/7uNQ1j6Oun0cj9lHdtw+cDHEZFSlTCCB2EAC5SyB8tEJ\nVIhJoGJsReLLxhIbHUtsTCxxMbHElQk+oqMgxwXIyXHkBAL/eWTkpJOWlcbRjGOkZaZxLOsYx7PT\nOB44Spo7yHE7SGb0QXJifwALEJ1RmdisWpxLXarG1qHOOXW5sGodmtaqyy8vPJ9LG9bWTeALSEWZ\niIiITwUCjr2HfmTzroPsOZjCgSMpfPdjCj+kpnAoLYUj6T9yPDODzEAGWYEMMl0G2YEMslwGLmCY\nGUYUURZFlAVfl6EccdHxxJcpT/my8VSILU/FuHgSylWgWsXK1KtamQY1qtCwVmWqJZTHTL8wLSoq\nykREREQiwKmKMs0zioiIiEQAFWUiIiIiEUBFmYiIiEgEUFEmIiIiEgFUlImIiIhEABVlIiIiIhFA\nRZmIiIhIBFBRJiIiIhIBVJSJiIiIRAAVZSIiIiIRIKxFmZnVMbNPzWyDma0zs/55tGlsZp+bWbqZ\nPXrSun+b2Vdm9qWZfRHOWEVERES8FO6ZsmzgUedcM+By4CEza3JSm4PAH4GX8tg+ACQ65y51zrXN\nb0dJSUlFEG7kUn7+pvz8Tfn5m/Lzv9KQI4S5KHPO7XfOrQk9TwU2ArVPavODc24VwQLuZFbQGEt6\nhyk/f1N+/qb8/E35+V9pyBGK8ZwyM6sPtASWF2IzB3xiZivM7N5wxCUiIiISCWKKYydmVgGYATwc\nmjErqA7OuX1mVpVgcbbRObckPFGKiIiIeMecc+HdgVkMMBuY45x7JZ92fwaOOuf+Utj1ZhbeJERE\nRESKkHPOTl5WHDNlE4Gv8yvIcvlPgGYWD0Q551LNrDzQBXg+r43ySkxERETET8I6U2ZmHYBFwDqC\n54c54E/A+YBzzo03s+rASqAiwV9bpgIXA1WBmaFtYoApzrkRYQtWRERExENhP3wpIiIiIqfnyRX9\nzayrmX1jZpvN7MnQsqlmtjr02GFmq0+x7VtmdsDM1p60fJSZbTSzNWb2LzM7pwD7HphreSUzm2dm\nm8xsrpmdW9z55Xex3UL8fSI2v1zbR4XafZBrme/7L9QuzwseR3D/DQwt+4WZLTsRt5m1PsW2ET/+\nziZHn47BQvVhqK2fxmBhP6N+HoOfh2J/34I/kMtr24gfg2ean1/GX1g554r1QbAQ3ErwEGYZYA3Q\n5KQ2o4FnTrH9FQQvrbH2pOVXEzwHDWAEMLww+wZGAk+Gng8ERhR3fkANoGXoeQVg08nbnmb7iM4v\n1/oBwDvAByWp/0LrtgOVTrOPSOq/L4GmwFygS6hNN2ChH8ff2eaIP8dgofrQh2OwsJ9Rv47BL4Ar\nQm36Ai/4cQyeTX74YPyF++HFTFlbYItzbqdzLguYCvQ4qc0twP/mtbELXhLjcB7L5zvnAqGXyUCd\nQu67BzAp9HwScEPBUyrwPk7IMz9XgIvt5rf9afbteX4Q/CYE/AaYkHt5Sei/kIJc8DgS+y8AnPjm\nmADsyWtjH4y//PZz2hx9PgYL1Ic+HoMFyg//jsFG7qdLPs0HbsxrYx+MwTPOzyfjL6y8KMpqA7ty\nvd5Nrj+6mXUE9jvntoVe1zSz2YXcx93AnDy2z2/f1Z1zByD4wQCqFXKfJxRJfnaKi+2eZns/5Pcy\n8ATBH3Ccip/7L98LHkdg/+0BahGcORltZt8Co4BBp8ivILzsv7z2c0Y5+mgMFjY/v43BwubnxzFY\nG9hgZicKiFsIFVU+HINFkl8Ej7+w8uScstPoTa4K2Dm3zzl3XUE3NrOngSzn3Ltnsn0u4foFxGnz\ns/wvtntWf59cij0/M7sWOBD6JmTkugTKCSWg/zo451oRnIl4yMyuKOT2BVWU+RnwAMHPWz2C//hN\nPJP4Irj/CpWjD8dggfLz8RgsTP/5cQw6goXUg2a2AigPZJ5JfBHaf4XKz4fjr8h4UZTtAerlel0n\ntAwziwZ6AtPO5I3NrC/BgdinsPsG9lvw8hyYWQ3guzOJIb99FCQ/C15sdwbwtnPu/ZPWnW77SM+v\nA3C9mW0nOKg6mdnkEytLQv855/aF/vs9wUu6tD2xLsL7707n3KxQ7DNyx11QEdJ/+e2nQDn6eAwW\nJD8/j8EC9Z9fx6BzbrNz7tfOuTYED7ttK+wbR3L/FTQ/H4y/8HLFfBIbEM1PJ+KVJXgiXtPQuq7k\nc3JqrveoD6w7aVlXYANQ+Qz3PRIY6M7+JMezyg+YDPzlFOvy3d4P+eV6n6v4+UnGvu8/IB6oEHpe\nHlhK6MTkSO+/0N/+qlCbzsCKfN4jYsdfUeTo1zFYmD50PhyDBckPf4/BqqH1UQTPeeqbz3vUJ0LH\n4NnmR4SPv3A/vNlp8A+7CdgCPJVr+f8A953UtiYwO9frd4G9QAbwLfC70PItwE5gdejx+im2P9W+\nzyN48uEmYB6QUNz5EfwWmxP6IH0ZyqNrIf8+EZvfSctP/gehJPTfBbn6bl3ubSO9/0KfvZWh2JcB\nl/p1/J1Njvh4DBa0D/06BgvYf34eg/1Dy74BhuUTX8SPwTPND5+Mv3A+dPFYERERkQgQiSf6i4iI\niJQ6KspEREREIoCKMhEREZEIoKJMREREJAKoKBMRERGJACrKRERERCKAijIRKVXM7FwzeyD0vKaZ\n/dPrmEREAF2nTERKl9CNjj90zjX3OBQRkZ+J8ToAEZFiNhxoYGarCd6SpalzrrmZ3QXcQPD2PA2B\nMQRv1XIHkA78xjmXYmYNgNeAKkAacK9zbrMHeYhICaPDlyJS2jwFbHPOtQKeAHIfLmhGsDBrCwwF\nUkPtkoE7Q23GA39wwRsrPwG8UVyBi0jJppkyEZGfLHTOpQFpZpYCzA4tXwc0N7PyQHtguplZaF0Z\nD+IUkRJIRZmIyE8ycj13uV4HCP7/Mgo4HJo9ExEpUjp8KSKlzVGgYui55dfwZM65o8AOM7vpxDIz\na1GEsYlIKaaiTERKFefcIWCpma0FRvHzc8p+1vQUy28H7jGzNWa2Hrg+DGGKSCmkS2KIiIiIRADN\nlImIiIhEABVlIiIiIhFARZmIiIhIBFBRJiIiIhIBVJSJiIiIRAAVZSIiIiIRQEWZiIiISARQUSYi\nIiISAf4fIz25bLvNhQUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fe75645b710>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig2 = plt.figure(figsize = (10,10))\n",
    "\n",
    "ax = plt.subplot()\n",
    "ax.xaxis.set_major_formatter(fmt)\n",
    "ax.autoscale_view()\n",
    "\n",
    "plt.xlabel('time')\n",
    "plt.ylabel('pseudorange (m)')\n",
    "plt.title('comparison of C2 and P2')\n",
    "\n",
    "plt.plot(data[:,sv_of_interest,'P2','data'])\n",
    "plt.plot(data[:,sv_of_interest,'C2','data'])\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
